相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition
Siddique Latif et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2022)
Modeling Feature Representations for Affective Speech Using Generative Adversarial Networks
Saurabh Sahu et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2022)
Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey
Longlong Jing et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2021)
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG)
John Gideon et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2021)
Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing
Hafiz Shehbaz Ali et al.
2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS) (2021)
Speech Technology for Healthcare: Opportunities, Challenges, and State of the Art
Siddique Latif et al.
IEEE REVIEWS IN BIOMEDICAL ENGINEERING (2021)
Unsupervised Cross-Lingual Speech Emotion Recognition Using Domain Adversarial Neural Network
Xiong Cai et al.
2021 12TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING (ISCSLP) (2021)
SELF-SUPERVISED LEARNING WITH CROSS-MODAL TRANSFORMERS FOR EMOTION RECOGNITION
Aparna Khare et al.
2021 IEEE SPOKEN LANGUAGE TECHNOLOGY WORKSHOP (SLT) (2021)
ON THE USE OF SELF-SUPERVISED PRE-TRAINED ACOUSTIC AND LINGUISTIC FEATURES FOR CONTINUOUS SPEECH EMOTION RECOGNITION
Manon Macary et al.
2021 IEEE SPOKEN LANGUAGE TECHNOLOGY WORKSHOP (SLT) (2021)
Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers
Mehmet Berkehan Akcay et al.
SPEECH COMMUNICATION (2020)
VISUALLY GUIDED SELF SUPERVISED LEARNING OF SPEECH REPRESENTATIONS
Abhinav Shukla et al.
2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (2020)
Multimodal Emotion Recognition With Transformer-Based Self Supervised Feature Fusion
Shamane Siriwardhana et al.
IEEE ACCESS (2020)
Semi-Supervised Speech Emotion Recognition With Ladder Networks
Srinivas Parthasarathy et al.
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2020)
Robust Semisupervised Generative Adversarial Networks for Speech Emotion Recognition via Distribution Smoothness
Huan Zhao et al.
IEEE ACCESS (2020)
Learning Class-Aligned and Generalized Domain-Invariant Representations for Speech Emotion Recognition
Yufeng Xiao et al.
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE (2020)
Cross-Corpus Acoustic Emotion Recognition with Multi-Task Learning: Seeking Common Ground While Preserving Differences
Biqiao Zhang et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2019)
Building Naturalistic Emotionally Balanced Speech Corpus by Retrieving Emotional Speech from Existing Podcast Recordings
Reza Lotfian et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2019)
Feature fusion methods research based on deep belief networks for speech emotion recognition under noise condition
Yongming Huang et al.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2019)
From shallow feature learning to deep learning: Benefits from the width and depth of deep architectures
Guoqiang Zhong et al.
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY (2019)
Safe semi-supervised learning: a brief introduction
Yu-Feng Li et al.
FRONTIERS OF COMPUTER SCIENCE (2019)
Caveat Emptor The Risks of Using Big Data for Human Development
Siddique Latif et al.
IEEE TECHNOLOGY AND SOCIETY MAGAZINE (2019)
Adversarial Examples: Attacks and Defenses for Deep Learning
Xiaoyong Yu et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2019)
Speech emotion recognition based on DNN-decision tree SVM model
Linhui Sun et al.
SPEECH COMMUNICATION (2019)
Unsupervised Speech Representation Learning Using WaveNet Autoencoders
Jan Chorowski et al.
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2019)
A COMPARISON OF TRANSFORMER AND LSTM ENCODER DECODER MODELS FOR ASR
Albert Zeyer et al.
2019 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU 2019) (2019)
A COMPARATIVE STUDY ON TRANSFORMER VS RNN IN SPEECH APPLICATIONS
Shigeki Karita et al.
2019 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU 2019) (2019)
Semi-supervised Ladder Networks for Speech Emotion Recognition
Jian-Hua Tao et al.
INTERNATIONAL JOURNAL OF AUTOMATION AND COMPUTING (2019)
Diversity in Machine Learning
Zhiqiang Gong et al.
IEEE ACCESS (2019)
Semisupervised Autoencoders for Speech Emotion Recognition
Jun Deng et al.
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2018)
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey
Naveed Akhtar et al.
IEEE ACCESS (2018)
Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning
Zixing Zhang et al.
IEEE ACCESS (2018)
Domain Adversarial for Acoustic Emotion Recognition
Mohammed Abdelwahab et al.
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2018)
On Enhancing Speech Emotion Recognition using Generative Adversarial Networks
Saurabh Sahu et al.
19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES (2018)
Emotion Identification from raw speech signals using DNNs
Mousmita Sarma et al.
19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES (2018)
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes
Srinivas Parthasarathy et al.
19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES (2018)
Predicting Categorical Emotions by Jointly Learning Primary and Secondary Emotions Through Multitask Learning
Reza Lotfian et al.
19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES (2018)
Transfer Learning for Improving Speech Emotion Classification Accuracy
Siddique Latif et al.
19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES (2018)
Variational Autoencoders to Learn Latent Representations of Speech Emotion
Siddique Latif et al.
19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES (2018)
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild
Soheil Khorram et al.
19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES (2018)
Databases, features and classifiers for speech emotion recognition: a review
Monorama Swain et al.
INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY (2018)
Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition
Jun Deng et al.
IEEE SIGNAL PROCESSING LETTERS (2017)
Deep Reinforcement Learning A brief survey
Kai Arulkumaran et al.
IEEE SIGNAL PROCESSING MAGAZINE (2017)
Evaluating deep learning architectures for Speech Emotion Recognition
Haytham M. Fayek et al.
NEURAL NETWORKS (2017)
MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception
Carlos Busso et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2017)
A Multi-Task Learning Framework for Emotion Recognition Using 2D Continuous Space
Rui Xia et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2017)
Densely Connected Convolutional Networks
Gao Huang et al.
30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)
Non-Local Auto-Encoder With Collaborative Stabilization for Image Restoration
Ruxin Wang et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)
The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing
Florian Eyben et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2016)
A Novel DBN Feature Fusion Model for Cross-Corpus Speech Emotion Recognition
Zou Cairong et al.
JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING (2016)
Representation Learning for Speech Emotion Recognition
Sayan Ghosh et al.
17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5: UNDERSTANDING SPEECH PROCESSING IN HUMANS AND MACHINES (2016)
Unsupervised Deep Auditory Model Using Stack of Convolutional RBMs For Speech Recognition
Hardik B. Sailor et al.
17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5: UNDERSTANDING SPEECH PROCESSING IN HUMANS AND MACHINES (2016)
Noisy training for deep neural networks in speech recognition
Shi Yin et al.
EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING (2015)
Speech emotion recognition with unsupervised feature learning
Zheng-wei Huang et al.
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING (2015)
Fast R-CNN
Ross Girshick
2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV) (2015)
Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition
Jun Deng et al.
IEEE SIGNAL PROCESSING LETTERS (2014)
Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks
Qirong Mao et al.
IEEE TRANSACTIONS ON MULTIMEDIA (2014)
A Research of Speech Emotion Recognition Based on Deep Belief Network and SVM
Chenchen Huang et al.
MATHEMATICAL PROBLEMS IN ENGINEERING (2014)
A review of unsupervised feature learning and deep learning for time-series modeling
Martin Langkvist et al.
PATTERN RECOGNITION LETTERS (2014)
A comparative analysis of classifiers in emotion recognition through acoustic features
Swarna Kuchibhotla et al.
INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY (2014)
Incomplete Big Data Clustering Algorithm Using Feature Selection and Partial Distance
Fanyu Bu et al.
2014 5TH INTERNATIONAL CONFERENCE ON DIGITAL HOME (ICDH) (2014)
Privacy-Preserving Speech Processing
Manas A. Pathak et al.
IEEE SIGNAL PROCESSING MAGAZINE (2013)
Representation Learning: A Review and New Perspectives
Yoshua Bengio et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Reinforcement learning in robotics: A survey
Jens Kober et al.
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH (2013)
Sparse Autoencoder-based Feature Transfer Learning for Speech Emotion Recognition
Jun Deng et al.
2013 HUMAINE ASSOCIATION CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII) (2013)
Hybrid Deep Neural Network - Hidden Markov Model (DNN-HMM) Based Speech Emotion Recognition
Longfei Li et al.
2013 HUMAINE ASSOCIATION CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII) (2013)
The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent
Gary McKeown et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2012)
The Effect of Model Misspecification on Semi-Supervised Classification
Ting Yang et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2011)
Survey on speech emotion recognition: Features, classification schemes, and databases
Moataz El Ayadi et al.
PATTERN RECOGNITION (2011)
Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge
Bjorn Schuller et al.
SPEECH COMMUNICATION (2011)
A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions
Zhihong Zeng et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2009)
Learning Deep Architectures for AI
Yoshua Bengio
FOUNDATIONS AND TRENDS IN MACHINE LEARNING (2009)
IEMOCAP: interactive emotional dyadic motion capture database
Carlos Busso et al.
LANGUAGE RESOURCES AND EVALUATION (2008)
Reducing the dimensionality of data with neural networks
G. E. Hinton et al.
SCIENCE (2006)
A fast learning algorithm for deep belief nets
Geoffrey E. Hinton et al.
NEURAL COMPUTATION (2006)
Toward detecting emotions in spoken dialogs
CM Lee et al.
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING (2005)
Canonical correlation analysis: An overview with application to learning methods
DR Hardoon et al.
NEURAL COMPUTATION (2004)
Nonlinear dimensionality reduction by locally linear embedding
ST Roweis et al.
SCIENCE (2000)
A global geometric framework for nonlinear dimensionality reduction
JB Tenenbaum et al.
SCIENCE (2000)
Generalized discriminant analysis using a kernel approach
G Baudat et al.
NEURAL COMPUTATION (2000)
Independent component analysis:: algorithms and applications
A Hyvärinen et al.
NEURAL NETWORKS (2000)